The afternoon sun cast long shadows across their living room. He was outside, tending to his beloved roses, a task he always seemed to enjoy. She picked up his phone, the one he guarded so closely. She scrolled through the call history. A single name, repeated. Her hands began to tremble. Her breath caught in her throat. She looked up, watching him through the window. He was humming quietly, meticulously pruning a rosebush. She felt a lightness in her chest. She put the phone down, and grabbed her gardening gloves. She would join him.

Emotion: thankful

Cluster: Positive / Joy
PC1 (Valence): 3.50 Positive
PC2 (Disposition): -0.83

Role in Research

This story is one of 1,000 stories generated for the emotion thankful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 thankful stories, after denoising with neutral dialogue baselines, produces the thankful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the thankful vector is projected through the unembedding matrix.

Promoted:
happy0.493
மகி0.487
grateful0.461
mutlu0.452
feliz0.431
Suppressed:
[]-0.482
😖-0.478
😣-0.467
😫-0.461
worse-0.450